Overview
Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 1470 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 275.8 KiB |
| Average record size in memory | 192.1 B |
Variable types
| Categorical | 14 |
|---|---|
| Numeric | 10 |
annee_experience_totale is highly overall correlated with annees_dans_l_entreprise and 2 other fields | High correlation |
annees_dans_l_entreprise is highly overall correlated with annee_experience_totale and 3 other fields | High correlation |
annees_dans_le_poste_actuel is highly overall correlated with annees_dans_l_entreprise and 2 other fields | High correlation |
annes_sous_responsable_actuel is highly overall correlated with annees_dans_l_entreprise and 2 other fields | High correlation |
duree_moyenne_par_poste is highly overall correlated with annee_experience_totale and 3 other fields | High correlation |
nombre_participation_pee is highly overall correlated with statut_marital | High correlation |
revenu_mensuel is highly overall correlated with annee_experience_totale | High correlation |
statut_marital is highly overall correlated with nombre_participation_pee | High correlation |
annees_dans_l_entreprise has 44 (3.0%) zeros | Zeros |
annees_dans_le_poste_actuel has 244 (16.6%) zeros | Zeros |
nb_formations_suivies has 54 (3.7%) zeros | Zeros |
annes_sous_responsable_actuel has 263 (17.9%) zeros | Zeros |
Ratio_Stagnation has 581 (39.5%) zeros | Zeros |
Reproduction
| Analysis started | 2026-01-03 14:11:30.385373 |
|---|---|
| Analysis finished | 2026-01-03 14:11:34.361993 |
| Duration | 3.98 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
satisfaction_employee_environnement
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
note_evaluation_precedente
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | |
| 1 | 83 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
satisfaction_employee_nature_travail
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 4 | |
|---|---|
| 3 | |
| 1 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
satisfaction_employee_equipe
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 4 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
satisfaction_employee_equilibre_pro_perso
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | |
| 1 | 80 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
heure_supplementaires
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1054 | |
| 1 | 416 | 28.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1054 | |
| 1 | 416 | 28.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1054 | |
| 1 | 416 | 28.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1054 | |
| 1 | 416 | 28.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1054 | |
| 1 | 416 | 28.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1054 | |
| 1 | 416 | 28.3% |
augementation_salaire_precedente
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.209524 |
| Minimum | 11 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 12 |
| median | 14 |
| Q3 | 18 |
| 95-th percentile | 22 |
| Maximum | 25 |
| Range | 14 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.6599377 |
|---|---|
| Coefficient of variation (CV) | 0.2406346 |
| Kurtosis | -0.30059822 |
| Mean | 15.209524 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.82112798 |
| Sum | 22358 |
| Variance | 13.395144 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 11 | 210 | |
| 13 | 209 | |
| 14 | 201 | |
| 12 | 198 | |
| 15 | 101 | |
| 18 | 89 | |
| 17 | 82 | 5.6% |
| 16 | 78 | 5.3% |
| 19 | 76 | 5.2% |
| 22 | 56 | 3.8% |
| Other values (5) | 170 |
| Value | Count | Frequency (%) |
| 11 | 210 | |
| 12 | 198 | |
| 13 | 209 | |
| 14 | 201 | |
| 15 | 101 | |
| 16 | 78 | 5.3% |
| 17 | 82 | 5.6% |
| 18 | 89 | |
| 19 | 76 | 5.2% |
| 20 | 55 | 3.7% |
| Value | Count | Frequency (%) |
| 25 | 18 | 1.2% |
| 24 | 21 | 1.4% |
| 23 | 28 | 1.9% |
| 22 | 56 | |
| 21 | 48 | |
| 20 | 55 | |
| 19 | 76 | |
| 18 | 89 | |
| 17 | 82 | |
| 16 | 78 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 882 | |
| 1 | 588 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 882 | |
| 1 | 588 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 882 | |
| 1 | 588 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 882 | |
| 1 | 588 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 882 | |
| 1 | 588 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 882 | |
| 1 | 588 |
revenu_mensuel
Real number (ℝ)
High correlation
| Distinct | 1349 |
|---|---|
| Distinct (%) | 91.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6502.9313 |
| Minimum | 1009 |
|---|---|
| Maximum | 19999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 1009 |
|---|---|
| 5-th percentile | 2097.9 |
| Q1 | 2911 |
| median | 4919 |
| Q3 | 8379 |
| 95-th percentile | 17821.35 |
| Maximum | 19999 |
| Range | 18990 |
| Interquartile range (IQR) | 5468 |
Descriptive statistics
| Standard deviation | 4707.9568 |
|---|---|
| Coefficient of variation (CV) | 0.72397455 |
| Kurtosis | 1.0052327 |
| Mean | 6502.9313 |
| Median Absolute Deviation (MAD) | 2199 |
| Skewness | 1.3698167 |
| Sum | 9559309 |
| Variance | 22164857 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2342 | 4 | 0.3% |
| 2380 | 3 | 0.2% |
| 5562 | 3 | 0.2% |
| 6347 | 3 | 0.2% |
| 3452 | 3 | 0.2% |
| 2559 | 3 | 0.2% |
| 2451 | 3 | 0.2% |
| 2741 | 3 | 0.2% |
| 6142 | 3 | 0.2% |
| 2404 | 3 | 0.2% |
| Other values (1339) | 1439 |
| Value | Count | Frequency (%) |
| 1009 | 1 | |
| 1051 | 1 | |
| 1052 | 1 | |
| 1081 | 1 | |
| 1091 | 1 | |
| 1102 | 1 | |
| 1118 | 1 | |
| 1129 | 1 | |
| 1200 | 1 | |
| 1223 | 1 |
| Value | Count | Frequency (%) |
| 19999 | 1 | |
| 19973 | 1 | |
| 19943 | 1 | |
| 19926 | 1 | |
| 19859 | 1 | |
| 19847 | 1 | |
| 19845 | 1 | |
| 19833 | 1 | |
| 19740 | 1 | |
| 19717 | 1 |
statut_marital
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| Marié(e) | |
|---|---|
| Célibataire | |
| Divorcé(e) |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 9.4040816 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Célibataire |
|---|---|
| 2nd row | Marié(e) |
| 3rd row | Célibataire |
| 4th row | Marié(e) |
| 5th row | Marié(e) |
Common Values
| Value | Count | Frequency (%) |
| Marié(e) | 673 | |
| Célibataire | 470 | |
| Divorcé(e) | 327 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| marié(e | 673 | |
| célibataire | 470 | |
| divorcé(e | 327 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1940 | |
| a | 1613 | |
| r | 1470 | |
| é | 1470 | |
| e | 1470 | |
| ( | 1000 | |
| ) | 1000 | |
| M | 673 | 4.9% |
| C | 470 | 3.4% |
| l | 470 | 3.4% |
| Other values (6) | 2248 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13824 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 1940 | |
| a | 1613 | |
| r | 1470 | |
| é | 1470 | |
| e | 1470 | |
| ( | 1000 | |
| ) | 1000 | |
| M | 673 | 4.9% |
| C | 470 | 3.4% |
| l | 470 | 3.4% |
| Other values (6) | 2248 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13824 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 1940 | |
| a | 1613 | |
| r | 1470 | |
| é | 1470 | |
| e | 1470 | |
| ( | 1000 | |
| ) | 1000 | |
| M | 673 | 4.9% |
| C | 470 | 3.4% |
| l | 470 | 3.4% |
| Other values (6) | 2248 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13824 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 1940 | |
| a | 1613 | |
| r | 1470 | |
| é | 1470 | |
| e | 1470 | |
| ( | 1000 | |
| ) | 1000 | |
| M | 673 | 4.9% |
| C | 470 | 3.4% |
| l | 470 | 3.4% |
| Other values (6) | 2248 |
poste
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| Cadre Commercial | |
|---|---|
| Assistant de Direction | |
| Consultant | |
| Tech Lead | |
| Manager | |
| Other values (4) |
Length
| Max length | 23 |
|---|---|
| Median length | 19 |
| Mean length | 15.168027 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Cadre Commercial |
|---|---|
| 2nd row | Assistant de Direction |
| 3rd row | Consultant |
| 4th row | Assistant de Direction |
| 5th row | Consultant |
Common Values
| Value | Count | Frequency (%) |
| Cadre Commercial | 326 | |
| Assistant de Direction | 292 | |
| Consultant | 259 | |
| Tech Lead | 145 | |
| Manager | 131 | |
| Senior Manager | 102 | 6.9% |
| Représentant Commercial | 83 | 5.6% |
| Directeur Technique | 80 | 5.4% |
| Ressources Humaines | 52 | 3.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| commercial | 409 | |
| cadre | 326 | |
| assistant | 292 | |
| de | 292 | |
| direction | 292 | |
| consultant | 259 | |
| manager | 233 | |
| tech | 145 | 5.1% |
| lead | 145 | 5.1% |
| senior | 102 | 3.6% |
| Other values (5) | 347 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2586 | |
| a | 2032 | 9.1% |
| n | 1735 | 7.8% |
| r | 1657 | 7.4% |
| t | 1640 | 7.4% |
| i | 1599 | 7.2% |
| s | 1426 | 6.4% |
| 1372 | 6.2% | |
| o | 1114 | 5.0% |
| c | 1058 | 4.7% |
| Other values (18) | 6078 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 22297 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2586 | |
| a | 2032 | 9.1% |
| n | 1735 | 7.8% |
| r | 1657 | 7.4% |
| t | 1640 | 7.4% |
| i | 1599 | 7.2% |
| s | 1426 | 6.4% |
| 1372 | 6.2% | |
| o | 1114 | 5.0% |
| c | 1058 | 4.7% |
| Other values (18) | 6078 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 22297 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2586 | |
| a | 2032 | 9.1% |
| n | 1735 | 7.8% |
| r | 1657 | 7.4% |
| t | 1640 | 7.4% |
| i | 1599 | 7.2% |
| s | 1426 | 6.4% |
| 1372 | 6.2% | |
| o | 1114 | 5.0% |
| c | 1058 | 4.7% |
| Other values (18) | 6078 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 22297 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2586 | |
| a | 2032 | 9.1% |
| n | 1735 | 7.8% |
| r | 1657 | 7.4% |
| t | 1640 | 7.4% |
| i | 1599 | 7.2% |
| s | 1426 | 6.4% |
| 1372 | 6.2% | |
| o | 1114 | 5.0% |
| c | 1058 | 4.7% |
| Other values (18) | 6078 |
annee_experience_totale
Real number (ℝ)
High correlation
| Distinct | 40 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.279592 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 11 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 28 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.7807817 |
|---|---|
| Coefficient of variation (CV) | 0.68981057 |
| Kurtosis | 0.91826954 |
| Mean | 11.279592 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.1171719 |
| Sum | 16581 |
| Variance | 60.540563 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 10 | 202 | 13.7% |
| 6 | 125 | 8.5% |
| 8 | 103 | 7.0% |
| 9 | 96 | 6.5% |
| 5 | 88 | 6.0% |
| 7 | 81 | 5.5% |
| 1 | 81 | 5.5% |
| 4 | 63 | 4.3% |
| 12 | 48 | 3.3% |
| 3 | 42 | 2.9% |
| Other values (30) | 541 |
| Value | Count | Frequency (%) |
| 0 | 11 | 0.7% |
| 1 | 81 | |
| 2 | 31 | 2.1% |
| 3 | 42 | 2.9% |
| 4 | 63 | |
| 5 | 88 | |
| 6 | 125 | |
| 7 | 81 | |
| 8 | 103 | |
| 9 | 96 |
| Value | Count | Frequency (%) |
| 40 | 2 | 0.1% |
| 38 | 1 | 0.1% |
| 37 | 4 | |
| 36 | 6 | |
| 35 | 3 | 0.2% |
| 34 | 5 | |
| 33 | 7 | |
| 32 | 9 | |
| 31 | 9 | |
| 30 | 7 |
annees_dans_l_entreprise
Real number (ℝ)
High correlation Zeros
| Distinct | 37 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0081633 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 44 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 9 |
| 95-th percentile | 20 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 6.1265252 |
|---|---|
| Coefficient of variation (CV) | 0.87419841 |
| Kurtosis | 3.9355088 |
| Mean | 7.0081633 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.7645295 |
| Sum | 10302 |
| Variance | 37.53431 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 5 | 196 | |
| 1 | 171 | |
| 3 | 128 | |
| 2 | 127 | |
| 10 | 120 | |
| 4 | 110 | 7.5% |
| 7 | 90 | 6.1% |
| 9 | 82 | 5.6% |
| 8 | 80 | 5.4% |
| 6 | 76 | 5.2% |
| Other values (27) | 290 |
| Value | Count | Frequency (%) |
| 0 | 44 | 3.0% |
| 1 | 171 | |
| 2 | 127 | |
| 3 | 128 | |
| 4 | 110 | |
| 5 | 196 | |
| 6 | 76 | 5.2% |
| 7 | 90 | |
| 8 | 80 | |
| 9 | 82 |
| Value | Count | Frequency (%) |
| 40 | 1 | 0.1% |
| 37 | 1 | 0.1% |
| 36 | 2 | 0.1% |
| 34 | 1 | 0.1% |
| 33 | 5 | |
| 32 | 3 | |
| 31 | 3 | |
| 30 | 1 | 0.1% |
| 29 | 2 | 0.1% |
| 27 | 2 | 0.1% |
annees_dans_le_poste_actuel
Real number (ℝ)
High correlation Zeros
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2292517 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 244 |
| Zeros (%) | 16.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 11 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.623137 |
|---|---|
| Coefficient of variation (CV) | 0.85668513 |
| Kurtosis | 0.47742077 |
| Mean | 4.2292517 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.91736316 |
| Sum | 6217 |
| Variance | 13.127122 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 2 | 372 | |
| 0 | 244 | |
| 7 | 222 | |
| 3 | 135 | 9.2% |
| 4 | 104 | 7.1% |
| 8 | 89 | 6.1% |
| 9 | 67 | 4.6% |
| 1 | 57 | 3.9% |
| 6 | 37 | 2.5% |
| 5 | 36 | 2.4% |
| Other values (9) | 107 | 7.3% |
| Value | Count | Frequency (%) |
| 0 | 244 | |
| 1 | 57 | 3.9% |
| 2 | 372 | |
| 3 | 135 | 9.2% |
| 4 | 104 | 7.1% |
| 5 | 36 | 2.4% |
| 6 | 37 | 2.5% |
| 7 | 222 | |
| 8 | 89 | 6.1% |
| 9 | 67 | 4.6% |
| Value | Count | Frequency (%) |
| 18 | 2 | 0.1% |
| 17 | 4 | 0.3% |
| 16 | 7 | 0.5% |
| 15 | 8 | 0.5% |
| 14 | 11 | 0.7% |
| 13 | 14 | 1.0% |
| 12 | 10 | 0.7% |
| 11 | 22 | 1.5% |
| 10 | 29 | |
| 9 | 67 |
a_quitte_l_entreprise
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1233 | |
| 1 | 237 | 16.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1233 | |
| 1 | 237 | 16.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1233 | |
| 1 | 237 | 16.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1233 | |
| 1 | 237 | 16.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1233 | |
| 1 | 237 | 16.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1233 | |
| 1 | 237 | 16.1% |
nombre_participation_pee
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
nb_formations_suivies
Real number (ℝ)
Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7993197 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 54 |
| Zeros (%) | 3.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2892706 |
|---|---|
| Coefficient of variation (CV) | 0.46056569 |
| Kurtosis | 0.49499299 |
| Mean | 2.7993197 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.55312417 |
| Sum | 4115 |
| Variance | 1.6622187 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 2 | 547 | |
| 3 | 491 | |
| 4 | 123 | 8.4% |
| 5 | 119 | 8.1% |
| 1 | 71 | 4.8% |
| 6 | 65 | 4.4% |
| 0 | 54 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 54 | 3.7% |
| 1 | 71 | 4.8% |
| 2 | 547 | |
| 3 | 491 | |
| 4 | 123 | 8.4% |
| 5 | 119 | 8.1% |
| 6 | 65 | 4.4% |
| Value | Count | Frequency (%) |
| 6 | 65 | 4.4% |
| 5 | 119 | 8.1% |
| 4 | 123 | 8.4% |
| 3 | 491 | |
| 2 | 547 | |
| 1 | 71 | 4.8% |
| 0 | 54 | 3.7% |
distance_domicile_travail
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.192517 |
| Minimum | 1 |
|---|---|
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 7 |
| Q3 | 14 |
| 95-th percentile | 26 |
| Maximum | 29 |
| Range | 28 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.1068644 |
|---|---|
| Coefficient of variation (CV) | 0.88189823 |
| Kurtosis | -0.2248334 |
| Mean | 9.192517 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.958118 |
| Sum | 13513 |
| Variance | 65.721251 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 2 | 211 | |
| 1 | 208 | |
| 10 | 86 | 5.9% |
| 9 | 85 | 5.8% |
| 3 | 84 | 5.7% |
| 7 | 84 | 5.7% |
| 8 | 80 | 5.4% |
| 5 | 65 | 4.4% |
| 4 | 64 | 4.4% |
| 6 | 59 | 4.0% |
| Other values (19) | 444 |
| Value | Count | Frequency (%) |
| 1 | 208 | |
| 2 | 211 | |
| 3 | 84 | 5.7% |
| 4 | 64 | 4.4% |
| 5 | 65 | 4.4% |
| 6 | 59 | 4.0% |
| 7 | 84 | 5.7% |
| 8 | 80 | 5.4% |
| 9 | 85 | |
| 10 | 86 |
| Value | Count | Frequency (%) |
| 29 | 27 | |
| 28 | 23 | |
| 27 | 12 | |
| 26 | 25 | |
| 25 | 25 | |
| 24 | 28 | |
| 23 | 27 | |
| 22 | 19 | |
| 21 | 18 | |
| 20 | 25 |
niveau_education
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| 1 | |
| 5 | 48 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 4 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
frequence_deplacement
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| Occasionnel | |
|---|---|
| Frequent | |
| Aucun |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 9.822449 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Occasionnel |
|---|---|
| 2nd row | Frequent |
| 3rd row | Occasionnel |
| 4th row | Frequent |
| 5th row | Occasionnel |
Common Values
| Value | Count | Frequency (%) |
| Occasionnel | 1043 | |
| Frequent | 277 | 18.8% |
| Aucun | 150 | 10.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| occasionnel | 1043 | |
| frequent | 277 | 18.8% |
| aucun | 150 | 10.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2513 | |
| c | 2236 | |
| e | 1597 | |
| a | 1043 | |
| s | 1043 | |
| i | 1043 | |
| O | 1043 | |
| o | 1043 | |
| l | 1043 | |
| u | 577 | 4.0% |
| Other values (5) | 1258 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14439 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 2513 | |
| c | 2236 | |
| e | 1597 | |
| a | 1043 | |
| s | 1043 | |
| i | 1043 | |
| O | 1043 | |
| o | 1043 | |
| l | 1043 | |
| u | 577 | 4.0% |
| Other values (5) | 1258 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14439 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 2513 | |
| c | 2236 | |
| e | 1597 | |
| a | 1043 | |
| s | 1043 | |
| i | 1043 | |
| O | 1043 | |
| o | 1043 | |
| l | 1043 | |
| u | 577 | 4.0% |
| Other values (5) | 1258 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14439 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 2513 | |
| c | 2236 | |
| e | 1597 | |
| a | 1043 | |
| s | 1043 | |
| i | 1043 | |
| O | 1043 | |
| o | 1043 | |
| l | 1043 | |
| u | 577 | 4.0% |
| Other values (5) | 1258 |
annes_sous_responsable_actuel
Real number (ℝ)
High correlation Zeros
| Distinct | 18 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1231293 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 263 |
| Zeros (%) | 17.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.5681361 |
|---|---|
| Coefficient of variation (CV) | 0.86539517 |
| Kurtosis | 0.17105808 |
| Mean | 4.1231293 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.83345099 |
| Sum | 6061 |
| Variance | 12.731595 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 2 | 344 | |
| 0 | 263 | |
| 7 | 216 | |
| 3 | 142 | |
| 8 | 107 | 7.3% |
| 4 | 98 | 6.7% |
| 1 | 76 | 5.2% |
| 9 | 64 | 4.4% |
| 5 | 31 | 2.1% |
| 6 | 29 | 2.0% |
| Other values (8) | 100 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 263 | |
| 1 | 76 | 5.2% |
| 2 | 344 | |
| 3 | 142 | |
| 4 | 98 | 6.7% |
| 5 | 31 | 2.1% |
| 6 | 29 | 2.0% |
| 7 | 216 | |
| 8 | 107 | 7.3% |
| 9 | 64 | 4.4% |
| Value | Count | Frequency (%) |
| 17 | 7 | 0.5% |
| 16 | 2 | 0.1% |
| 15 | 5 | 0.3% |
| 14 | 5 | 0.3% |
| 13 | 14 | 1.0% |
| 12 | 18 | 1.2% |
| 11 | 22 | 1.5% |
| 10 | 27 | 1.8% |
| 9 | 64 | |
| 8 | 107 |
Ratio_Stagnation
Real number (ℝ)
Zeros
| Distinct | 113 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.29023166 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 581 |
| Zeros (%) | 39.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.16666667 |
| Q3 | 0.5 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.34052096 |
|---|---|
| Coefficient of variation (CV) | 1.173273 |
| Kurtosis | -0.45861468 |
| Mean | 0.29023166 |
| Median Absolute Deviation (MAD) | 0.16666667 |
| Skewness | 0.96010985 |
| Sum | 426.64054 |
| Variance | 0.11595453 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 581 | |
| 1 | 135 | 9.2% |
| 0.2 | 83 | 5.6% |
| 0.3333333333 | 76 | 5.2% |
| 0.25 | 56 | 3.8% |
| 0.1666666667 | 39 | 2.7% |
| 0.5 | 36 | 2.4% |
| 0.1428571429 | 28 | 1.9% |
| 0.875 | 27 | 1.8% |
| 0.1 | 24 | 1.6% |
| Other values (103) | 385 |
| Value | Count | Frequency (%) |
| 0 | 581 | |
| 0.02702702703 | 1 | 0.1% |
| 0.02941176471 | 1 | 0.1% |
| 0.0303030303 | 1 | 0.1% |
| 0.03846153846 | 1 | 0.1% |
| 0.04166666667 | 2 | 0.1% |
| 0.04545454545 | 1 | 0.1% |
| 0.04761904762 | 1 | 0.1% |
| 0.05 | 2 | 0.1% |
| 0.05263157895 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 135 | |
| 0.9230769231 | 1 | 0.1% |
| 0.9166666667 | 2 | 0.1% |
| 0.9090909091 | 1 | 0.1% |
| 0.9 | 11 | 0.7% |
| 0.8888888889 | 5 | 0.3% |
| 0.8823529412 | 2 | 0.1% |
| 0.875 | 27 | 1.8% |
| 0.8571428571 | 3 | 0.2% |
| 0.8461538462 | 1 | 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1105 | |
| 0 | 365 | 24.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1105 | |
| 0 | 365 | 24.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1105 | |
| 0 | 365 | 24.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1105 | |
| 0 | 365 | 24.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1105 | |
| 0 | 365 | 24.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1105 | |
| 0 | 365 | 24.8% |
duree_moyenne_par_poste
Real number (ℝ)
High correlation
| Distinct | 178 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1934778 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 11 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 1.6 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 10.5 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 3.4 |
Descriptive statistics
| Standard deviation | 4.0355036 |
|---|---|
| Coefficient of variation (CV) | 0.9623286 |
| Kurtosis | 14.201804 |
| Mean | 4.1934778 |
| Median Absolute Deviation (MAD) | 1.8333333 |
| Skewness | 2.9597957 |
| Sum | 6164.4123 |
| Variance | 16.285289 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 123 | 8.4% |
| 3 | 85 | 5.8% |
| 0.5 | 83 | 5.6% |
| 1 | 70 | 4.8% |
| 2 | 68 | 4.6% |
| 2.5 | 65 | 4.4% |
| 4 | 65 | 4.4% |
| 6 | 50 | 3.4% |
| 10 | 39 | 2.7% |
| 1.5 | 36 | 2.4% |
| Other values (168) | 786 |
| Value | Count | Frequency (%) |
| 0 | 11 | 0.7% |
| 0.3 | 2 | 0.1% |
| 0.3333333333 | 1 | 0.1% |
| 0.375 | 1 | 0.1% |
| 0.4 | 3 | 0.2% |
| 0.4285714286 | 1 | 0.1% |
| 0.4444444444 | 3 | 0.2% |
| 0.5 | 83 | |
| 0.5555555556 | 1 | 0.1% |
| 0.5714285714 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 38 | 1 | 0.1% |
| 37 | 1 | 0.1% |
| 34 | 2 | 0.1% |
| 28 | 1 | 0.1% |
| 25 | 1 | 0.1% |
| 23 | 3 | |
| 22 | 2 | 0.1% |
| 21 | 7 | |
| 20 | 3 | |
| 19 | 2 | 0.1% |
Interactions
Correlations
| Ratio_Stagnation | a_quitte_l_entreprise | annee_experience_totale | annees_dans_l_entreprise | annees_dans_le_poste_actuel | annes_sous_responsable_actuel | augementation_salaire_precedente | distance_domicile_travail | duree_moyenne_par_poste | frequence_deplacement | genre | heure_supplementaires | match_etudes_poste | nb_formations_suivies | niveau_education | nombre_participation_pee | note_evaluation_precedente | poste | revenu_mensuel | satisfaction_employee_environnement | satisfaction_employee_equilibre_pro_perso | satisfaction_employee_equipe | satisfaction_employee_nature_travail | statut_marital | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ratio_Stagnation | 1.000 | 0.097 | 0.122 | 0.217 | 0.265 | 0.232 | -0.043 | -0.006 | 0.146 | 0.010 | 0.026 | 0.000 | 0.067 | 0.006 | 0.047 | 0.000 | 0.033 | 0.062 | 0.106 | 0.000 | 0.036 | 0.030 | 0.015 | 0.000 |
| a_quitte_l_entreprise | 0.097 | 1.000 | 0.208 | 0.173 | 0.169 | 0.179 | 0.000 | 0.067 | 0.139 | 0.123 | 0.009 | 0.243 | 0.026 | 0.079 | 0.000 | 0.198 | 0.132 | 0.231 | 0.217 | 0.115 | 0.095 | 0.039 | 0.099 | 0.173 |
| annee_experience_totale | 0.122 | 0.208 | 1.000 | 0.594 | 0.493 | 0.495 | -0.026 | -0.003 | 0.621 | 0.000 | 0.000 | 0.000 | 0.000 | -0.014 | 0.095 | 0.064 | 0.000 | 0.293 | 0.710 | 0.000 | 0.000 | 0.031 | 0.024 | 0.069 |
| annees_dans_l_entreprise | 0.217 | 0.173 | 0.594 | 1.000 | 0.854 | 0.843 | -0.054 | 0.011 | 0.666 | 0.000 | 0.066 | 0.018 | 0.000 | 0.001 | 0.071 | 0.012 | 0.053 | 0.188 | 0.464 | 0.031 | 0.020 | 0.000 | 0.000 | 0.000 |
| annees_dans_le_poste_actuel | 0.265 | 0.169 | 0.493 | 0.854 | 1.000 | 0.725 | -0.026 | 0.014 | 0.554 | 0.000 | 0.079 | 0.042 | 0.000 | 0.005 | 0.029 | 0.023 | 0.000 | 0.132 | 0.395 | 0.036 | 0.025 | 0.000 | 0.000 | 0.040 |
| annes_sous_responsable_actuel | 0.232 | 0.179 | 0.495 | 0.843 | 0.725 | 1.000 | -0.026 | 0.004 | 0.563 | 0.064 | 0.000 | 0.000 | 0.000 | -0.012 | 0.000 | 0.030 | 0.044 | 0.118 | 0.365 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 |
| augementation_salaire_precedente | -0.043 | 0.000 | -0.026 | -0.054 | -0.026 | -0.026 | 1.000 | 0.030 | -0.019 | 0.030 | 0.049 | 0.000 | 0.000 | -0.004 | 0.021 | 0.000 | 0.036 | 0.000 | -0.034 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 |
| distance_domicile_travail | -0.006 | 0.067 | -0.003 | 0.011 | 0.014 | 0.004 | 0.030 | 1.000 | 0.012 | 0.023 | 0.030 | 0.066 | 0.049 | -0.025 | 0.000 | 0.015 | 0.028 | 0.000 | 0.003 | 0.000 | 0.000 | 0.025 | 0.000 | 0.000 |
| duree_moyenne_par_poste | 0.146 | 0.139 | 0.621 | 0.666 | 0.554 | 0.563 | -0.019 | 0.012 | 1.000 | 0.000 | 0.070 | 0.000 | 0.025 | 0.017 | 0.041 | 0.008 | 0.027 | 0.133 | 0.493 | 0.015 | 0.000 | 0.043 | 0.000 | 0.043 |
| frequence_deplacement | 0.010 | 0.123 | 0.000 | 0.000 | 0.000 | 0.064 | 0.030 | 0.023 | 0.000 | 1.000 | 0.037 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 |
| genre | 0.026 | 0.009 | 0.000 | 0.066 | 0.079 | 0.000 | 0.049 | 0.030 | 0.070 | 0.037 | 1.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.074 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.032 |
| heure_supplementaires | 0.000 | 0.243 | 0.000 | 0.018 | 0.042 | 0.000 | 0.000 | 0.066 | 0.000 | 0.024 | 0.031 | 1.000 | 0.036 | 0.099 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.060 | 0.000 | 0.025 | 0.022 | 0.000 |
| match_etudes_poste | 0.067 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.049 | 0.025 | 0.000 | 0.000 | 0.036 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.452 | 0.097 | 0.000 | 0.013 | 0.000 | 0.000 | 0.026 |
| nb_formations_suivies | 0.006 | 0.079 | -0.014 | 0.001 | 0.005 | -0.012 | -0.004 | -0.025 | 0.017 | 0.000 | 0.000 | 0.099 | 0.000 | 1.000 | 0.027 | 0.000 | 0.013 | 0.000 | -0.035 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 |
| niveau_education | 0.047 | 0.000 | 0.095 | 0.071 | 0.029 | 0.000 | 0.021 | 0.000 | 0.041 | 0.000 | 0.000 | 0.001 | 0.000 | 0.027 | 1.000 | 0.027 | 0.000 | 0.051 | 0.094 | 0.019 | 0.000 | 0.016 | 0.015 | 0.000 |
| nombre_participation_pee | 0.000 | 0.198 | 0.064 | 0.012 | 0.023 | 0.030 | 0.000 | 0.015 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 1.000 | 0.022 | 0.039 | 0.056 | 0.000 | 0.019 | 0.030 | 0.000 | 0.581 |
| note_evaluation_precedente | 0.033 | 0.132 | 0.000 | 0.053 | 0.000 | 0.044 | 0.036 | 0.028 | 0.027 | 0.016 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.022 | 1.000 | 0.000 | 0.046 | 0.034 | 0.000 | 0.000 | 0.000 | 0.024 |
| poste | 0.062 | 0.231 | 0.293 | 0.188 | 0.132 | 0.118 | 0.000 | 0.000 | 0.133 | 0.000 | 0.074 | 0.000 | 0.452 | 0.000 | 0.051 | 0.039 | 0.000 | 1.000 | 0.423 | 0.000 | 0.029 | 0.030 | 0.000 | 0.061 |
| revenu_mensuel | 0.106 | 0.217 | 0.710 | 0.464 | 0.395 | 0.365 | -0.034 | 0.003 | 0.493 | 0.025 | 0.046 | 0.000 | 0.097 | -0.035 | 0.094 | 0.056 | 0.046 | 0.423 | 1.000 | 0.000 | 0.000 | 0.043 | 0.000 | 0.061 |
| satisfaction_employee_environnement | 0.000 | 0.115 | 0.000 | 0.031 | 0.036 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.060 | 0.000 | 0.000 | 0.019 | 0.000 | 0.034 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.019 |
| satisfaction_employee_equilibre_pro_perso | 0.036 | 0.095 | 0.000 | 0.020 | 0.025 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.019 | 0.000 | 0.029 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| satisfaction_employee_equipe | 0.030 | 0.039 | 0.031 | 0.000 | 0.000 | 0.000 | 0.027 | 0.025 | 0.043 | 0.000 | 0.000 | 0.025 | 0.000 | 0.000 | 0.016 | 0.030 | 0.000 | 0.030 | 0.043 | 0.000 | 0.000 | 1.000 | 0.000 | 0.025 |
| satisfaction_employee_nature_travail | 0.015 | 0.099 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.021 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| statut_marital | 0.000 | 0.173 | 0.069 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 0.043 | 0.035 | 0.032 | 0.000 | 0.026 | 0.000 | 0.000 | 0.581 | 0.024 | 0.061 | 0.061 | 0.019 | 0.000 | 0.025 | 0.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| satisfaction_employee_environnement | note_evaluation_precedente | satisfaction_employee_nature_travail | satisfaction_employee_equipe | satisfaction_employee_equilibre_pro_perso | heure_supplementaires | augementation_salaire_precedente | genre | revenu_mensuel | statut_marital | poste | annee_experience_totale | annees_dans_l_entreprise | annees_dans_le_poste_actuel | a_quitte_l_entreprise | nombre_participation_pee | nb_formations_suivies | distance_domicile_travail | niveau_education | frequence_deplacement | annes_sous_responsable_actuel | Ratio_Stagnation | match_etudes_poste | duree_moyenne_par_poste | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2 | 3 | 4 | 1 | 1 | 1 | 11 | 1 | 5993 | Célibataire | Cadre Commercial | 8 | 6 | 4 | 1 | 0 | 0 | 1 | 2 | Occasionnel | 5 | 0.000000 | 0 | 0.888889 |
| 1 | 3 | 2 | 2 | 4 | 3 | 0 | 23 | 0 | 5130 | Marié(e) | Assistant de Direction | 10 | 10 | 7 | 0 | 1 | 3 | 8 | 1 | Frequent | 7 | 0.100000 | 1 | 5.000000 |
| 2 | 4 | 2 | 3 | 2 | 3 | 1 | 15 | 0 | 2090 | Célibataire | Consultant | 7 | 0 | 0 | 1 | 0 | 3 | 2 | 2 | Occasionnel | 0 | 0.000000 | 1 | 1.000000 |
| 3 | 4 | 3 | 3 | 3 | 3 | 1 | 11 | 1 | 2909 | Marié(e) | Assistant de Direction | 8 | 8 | 7 | 0 | 0 | 3 | 3 | 4 | Frequent | 0 | 0.375000 | 1 | 4.000000 |
| 4 | 1 | 3 | 2 | 4 | 3 | 0 | 12 | 0 | 3468 | Marié(e) | Consultant | 6 | 2 | 2 | 0 | 1 | 3 | 2 | 1 | Occasionnel | 2 | 1.000000 | 1 | 0.600000 |
| 5 | 4 | 3 | 4 | 3 | 2 | 0 | 13 | 0 | 3068 | Célibataire | Consultant | 8 | 7 | 7 | 0 | 0 | 2 | 2 | 2 | Frequent | 6 | 0.428571 | 1 | 8.000000 |
| 6 | 3 | 4 | 1 | 1 | 2 | 1 | 20 | 1 | 2670 | Marié(e) | Consultant | 12 | 1 | 0 | 0 | 3 | 3 | 3 | 3 | Occasionnel | 0 | 0.000000 | 1 | 2.400000 |
| 7 | 4 | 3 | 3 | 2 | 3 | 0 | 22 | 0 | 2693 | Divorcé(e) | Consultant | 1 | 1 | 0 | 0 | 1 | 2 | 24 | 1 | Occasionnel | 0 | 0.000000 | 1 | 0.500000 |
| 8 | 4 | 2 | 3 | 2 | 3 | 0 | 21 | 0 | 9526 | Célibataire | Tech Lead | 10 | 9 | 7 | 0 | 0 | 2 | 23 | 3 | Frequent | 8 | 0.111111 | 1 | 10.000000 |
| 9 | 3 | 3 | 3 | 2 | 2 | 0 | 13 | 0 | 5237 | Marié(e) | Manager | 17 | 7 | 7 | 0 | 2 | 3 | 27 | 3 | Occasionnel | 7 | 1.000000 | 1 | 2.428571 |
| satisfaction_employee_environnement | note_evaluation_precedente | satisfaction_employee_nature_travail | satisfaction_employee_equipe | satisfaction_employee_equilibre_pro_perso | heure_supplementaires | augementation_salaire_precedente | genre | revenu_mensuel | statut_marital | poste | annee_experience_totale | annees_dans_l_entreprise | annees_dans_le_poste_actuel | a_quitte_l_entreprise | nombre_participation_pee | nb_formations_suivies | distance_domicile_travail | niveau_education | frequence_deplacement | annes_sous_responsable_actuel | Ratio_Stagnation | match_etudes_poste | duree_moyenne_par_poste | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1460 | 4 | 2 | 1 | 2 | 1 | 0 | 14 | 1 | 3785 | Célibataire | Assistant de Direction | 5 | 5 | 4 | 0 | 0 | 3 | 28 | 4 | Occasionnel | 4 | 0.000000 | 1 | 2.500000 |
| 1461 | 4 | 2 | 1 | 2 | 3 | 1 | 13 | 0 | 10854 | Divorcé(e) | Cadre Commercial | 20 | 3 | 2 | 1 | 1 | 3 | 28 | 3 | Occasionnel | 0 | 0.666667 | 1 | 4.000000 |
| 1462 | 2 | 2 | 4 | 1 | 2 | 0 | 11 | 1 | 12031 | Marié(e) | Cadre Commercial | 21 | 20 | 9 | 0 | 1 | 2 | 24 | 1 | Occasionnel | 6 | 0.450000 | 1 | 21.000000 |
| 1463 | 2 | 3 | 1 | 2 | 3 | 0 | 19 | 0 | 9936 | Célibataire | Tech Lead | 10 | 9 | 4 | 0 | 0 | 2 | 5 | 3 | Aucun | 7 | 0.111111 | 1 | 10.000000 |
| 1464 | 4 | 2 | 3 | 4 | 3 | 0 | 18 | 1 | 2966 | Célibataire | Représentant Commercial | 5 | 4 | 2 | 0 | 0 | 2 | 5 | 3 | Occasionnel | 0 | 0.000000 | 1 | 5.000000 |
| 1465 | 3 | 4 | 4 | 3 | 3 | 0 | 17 | 0 | 2571 | Marié(e) | Consultant | 17 | 5 | 2 | 0 | 1 | 3 | 23 | 2 | Frequent | 3 | 0.000000 | 1 | 3.400000 |
| 1466 | 4 | 2 | 1 | 1 | 3 | 0 | 15 | 0 | 9991 | Marié(e) | Manager | 9 | 7 | 7 | 0 | 1 | 5 | 6 | 1 | Occasionnel | 7 | 0.142857 | 1 | 1.800000 |
| 1467 | 2 | 4 | 2 | 2 | 3 | 1 | 20 | 0 | 6142 | Marié(e) | Tech Lead | 6 | 6 | 2 | 0 | 1 | 0 | 4 | 3 | Occasionnel | 3 | 0.000000 | 1 | 3.000000 |
| 1468 | 4 | 2 | 2 | 4 | 2 | 0 | 14 | 0 | 5390 | Marié(e) | Cadre Commercial | 17 | 9 | 6 | 0 | 0 | 3 | 2 | 3 | Frequent | 8 | 0.000000 | 0 | 5.666667 |
| 1469 | 2 | 4 | 3 | 1 | 4 | 0 | 12 | 0 | 4404 | Marié(e) | Consultant | 6 | 4 | 3 | 0 | 0 | 3 | 8 | 3 | Occasionnel | 2 | 0.250000 | 1 | 2.000000 |